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4,299,418 works, Canadian by any of four routes.

Every filter state is a URL; the URL is the query; the query is citable via /q/⟨hash⟩. The page, the API and the export parse the same parameters.

The current cohort, streamed from the database: every work column, the machine labels, the provisional scores, and the per-row validation status. Exports are capped at 100,000 rows. Mints a permanent /q/ link for this exact query. The same filters always produce the same link, whoever asks.

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Frailty in Older Adults
Retraction
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Direct Codex and Gemma labels are unvalidated and sparse. Distilled predictions cover the full frame and are also unvalidated. Choose the evidence source explicitly; absence of a direct label is never a negative label.

affaffiliation
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venuejournal
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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

3,562 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
3,562 works in the cohort · of 4,299,418page 7 of 72

Labels cover 11 of 3,562 works in this cohort. The rest are unlabeled, which is not a negative label: the label table is sparse today and grows as labeling rounds land.

Distilled predictions cover 3,562 of 3,562 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
Implementing Frailty Into Clinical Practice: A Cautionary Tale
Nadia Sourial, Howard Bergman, Sathya Karunananthan, Christina Wolfson, Hélène Payette, Luis Miguel Gutiérrez‐Robledo +3 more
2013· article· en· The Journals of Gerontology Series A· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
96
citations
affno abstractunlabeled
Older Adults in the Emergency Department with Frailty
Olga Theou, Samuel Campbell, Michael L. Malone, Kenneth Rockwood
2018· review· en· Clinics in Geriatric Medicine· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
95
citations
affaboutunlabeled
Frailty in the face of COVID-19
Ruth E. Hubbard, Andrea B. Maier, Sarah N. Hilmer, Vasi Naganathan, Christopher Etherton‐Beer, Kenneth Rockwood
2020· article· en· Age and Ageing· Medicine
distilled prediction:candidate · noneconsensus · none
94
citations
aboutno affunlabeled
Effects of a 12-week Vivifrail exercise program on intrinsic capacity among frail cognitively impaired community-dwelling older adults: secondary analysis of a multicentre randomised clinical trial
Juan Luis Sánchez‐Sánchez, Philipe de Souto Barreto, Iván Antón‐Rodrigo, Fernanda Ramón‐Espinoza, Itxaso Marín‐Epelde, Marina Sánchez-Latorre +2 more
2022· article· en· Age and Ageing· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
92
citations
affno abstractunlabeled
Frailty as a risk predictor in cardiac surgery: Beyond the eyeball test
Bobby Yanagawa, Michelle M. Graham, Jonathan Afilalo, Ansar Hassan, Rakesh C. Arora
2018· editorial· en· Journal of Thoracic and Cardiovascular Surgery· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrityconsensus · research_integrity
91
citations
affno abstractunlabeled
The two-minute walk test as a measure of functional capacity in cardiac surgery patients11No commercial party having a direct financial interest in the results of the research supporting this article has or will confer a benefit upon the author(s) or upon any organization with which the author(s) is/are associated.
Dina Brooks, Janet Parsons, Diem Tran, Bonnie Jeng, Barbara Gorczyca, Janet Newton +4 more
2004· article· en· Archives of Physical Medicine and Rehabilitation· Medicine
distilled prediction:candidate · metaresearchconsensus · none
88
citations
aboutno affunlabeled
Just What Defines Frailty?
Alfred L. Fisher
2005· letter· en· Journal of the American Geriatrics Society· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
86
citations
aboutno affunlabeled
Chapter 1 Frailty: Definition, diagnosis, epidemiology
Shosuke Satake, Hidenori Arai
2020· article· en· Geriatrics and gerontology international/Geriatrics & gerontology international· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
86
citations

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